{"id":"https://openalex.org/W2606374310","doi":"https://doi.org/10.3906/elk-1511-124","title":"Classifications of disturbances using wavelet transform and support vector machine","display_name":"Classifications of disturbances using wavelet transform and support vector machine","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2606374310","doi":"https://doi.org/10.3906/elk-1511-124","mag":"2606374310"},"language":"en","primary_location":{"id":"doi:10.3906/elk-1511-124","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1511-124","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=2335&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=2335&context=elektrik","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052923644","display_name":"Neda Hajibandeh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neda HAJIBANDEH","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051786575","display_name":"Faramarz Faghihi","orcid":"https://orcid.org/0000-0001-5751-3331"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faramarz FAGHIHI","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015852339","display_name":"Hossein Ranjbar","orcid":"https://orcid.org/0000-0002-9028-6449"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hossein RANJBAR","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5036199453","display_name":"Hessam Kazari","orcid":"https://orcid.org/0000-0002-7639-649X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hesam KAZARI","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2924,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.58227877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"25","issue":null,"first_page":"832","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10573","display_name":"Power Quality and Harmonics","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10972","display_name":"Power Systems Fault Detection","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11343","display_name":"Power Transformer Diagnostics and Insulation","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.6679538488388062},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6135122179985046},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6096884608268738},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5822298526763916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5718163251876831},{"id":"https://openalex.org/keywords/transient","display_name":"Transient (computer programming)","score":0.5194587111473083},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.49776649475097656},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49212783575057983},{"id":"https://openalex.org/keywords/capacitor","display_name":"Capacitor","score":0.4741605818271637},{"id":"https://openalex.org/keywords/s-transform","display_name":"S transform","score":0.4454616904258728},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41286277770996094},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3954259753227234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3931681513786316},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30933576822280884},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.24671077728271484},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.06913593411445618}],"concepts":[{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.6679538488388062},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6135122179985046},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6096884608268738},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5822298526763916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5718163251876831},{"id":"https://openalex.org/C2780799671","wikidata":"https://www.wikidata.org/wiki/Q17087362","display_name":"Transient (computer programming)","level":2,"score":0.5194587111473083},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.49776649475097656},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49212783575057983},{"id":"https://openalex.org/C52192207","wikidata":"https://www.wikidata.org/wiki/Q5322","display_name":"Capacitor","level":3,"score":0.4741605818271637},{"id":"https://openalex.org/C99234102","wikidata":"https://www.wikidata.org/wiki/Q7395403","display_name":"S transform","level":5,"score":0.4454616904258728},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41286277770996094},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3954259753227234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3931681513786316},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30933576822280884},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.24671077728271484},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.06913593411445618},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3906/elk-1511-124","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1511-124","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=2335&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.gov.tr:article/400364","is_oa":false,"landing_page_url":"http://dergipark.gov.tr/tbtkelektrik/issue/35783/400364","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n                                                                    Volume: 25, Issue: 2\\n                                                                                                    832-843\\n                                                                \\n                            ","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dergipark.org.tr:article/400364","is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/tbtkelektrik/issue/35783/400364","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n                                                                    Volume: 25, Issue: 2\\n                                                                                                    832-843\\n                                                                \\n                            ","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3906/elk-1511-124","is_oa":true,"landing_page_url":"https://doi.org/10.3906/elk-1511-124","pdf_url":"https://journals.tubitak.gov.tr/cgi/viewcontent.cgi?article=2335&context=elektrik","source":{"id":"https://openalex.org/S32837994","display_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES","issn_l":"1300-0632","issn":["1300-0632","1303-6203"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310318422","host_organization_name":"Scientific and Technological Research Council of Turkey (TUBITAK)","host_organization_lineage":["https://openalex.org/P4310318422"],"host_organization_lineage_names":["Scientific and Technological Research Council of Turkey (TUBITAK)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TURKISH JOURNAL OF ELECTRICAL ENGINEERING &amp; COMPUTER SCIENCES","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2606374310.pdf","grobid_xml":"https://content.openalex.org/works/W2606374310.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1536988052","https://openalex.org/W1563088657","https://openalex.org/W1994464893","https://openalex.org/W2006219759","https://openalex.org/W2079821185","https://openalex.org/W2093219060","https://openalex.org/W2105693855","https://openalex.org/W2109641041","https://openalex.org/W2111104557","https://openalex.org/W2116888160","https://openalex.org/W2156909104","https://openalex.org/W2159860553","https://openalex.org/W3021986761","https://openalex.org/W4232286958"],"related_works":["https://openalex.org/W183670115","https://openalex.org/W1501179639","https://openalex.org/W3199035354","https://openalex.org/W2085792030","https://openalex.org/W1807354010","https://openalex.org/W3143644526","https://openalex.org/W1588899229","https://openalex.org/W2136567725","https://openalex.org/W3217192919","https://openalex.org/W2094847008"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,20,36,39,116],"new":[4],"method":[5],"to":[6,78,103],"detect":[7],"and":[8,16,28,46,57,133,142,150,167,181],"classify":[9],"all":[10,155],"kinds":[11,156],"of":[12,38,51,54,64,67,82,98,124,130,138,157,175,190],"faults,":[13],"capacitor":[14,148],"switching,":[15,86],"load":[17,89,151],"switching":[18,149,152],"in":[19,91,192],"power":[21,40,194],"system":[22,41,195],"network":[23],"based":[24,110],"on":[25,111],"wavelet":[26,60,69,100,131],"transform":[27,70,132],"support":[29],"vector":[30],"machines":[31],"(SVMs).":[32],"In":[33,170],"this":[34,106],"regard,":[35],"sample":[37],"is":[42,76,109,113,179],"simulated":[43],"via":[44],"MATLAB/Simulink,":[45],"by":[47],"reading":[48],"the":[49,52,59,62,65,68,80,83,94,99,128,136,139,171,173,176,182,193],"voltage":[50],"point":[53],"common":[55],"coupling":[56],"using":[58],"transform,":[61],"differences":[63],"outputs":[66,97],"are":[71,185],"investigated.":[72],"The":[73,122],"SVM":[74,134],"approach":[75,178],"employed":[77],"distinguish":[79],"type":[81,137],"transient":[84,140],"(capacitor":[85],"fault,":[87,162,164,166],"and/or":[88],"switching)":[90],"use":[92],"for":[93,119,187],"high":[95],"level":[96],"transform.":[101],"Similar":[102],"neural":[104],"networks,":[105],"method,":[107],"which":[108],"learning,":[112],"considered":[114],"as":[115,144,146,160],"proper":[117],"tool":[118],"data":[120],"classification.":[121],"results":[123,184],"simulations":[125],"demonstrate":[126],"that":[127],"combination":[129],"recognizes":[135],"correctly":[141],"effectively":[143],"well":[145],"distinguishes":[147],"events":[153],"from":[154],"faults":[158],"such":[159],"three-phase-to-earth":[161],"phase-to-phase":[163],"two-phase-to-earth":[165],"single-phase-to-earth":[168],"fault.":[169],"end,":[172],"accuracy":[174],"presented":[177],"evaluated":[180],"simulation":[183],"proposed":[186],"different":[188],"attributes":[189],"transients":[191],"network.":[196]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
